Optimal Sample Selection Through Uncertainty Estimation and Its
Application in Deep Learning

Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning

5 September 2023

Yong Lin

Tong Zhang

Papers citing "Optimal Sample Selection Through Uncertainty Estimation and Its Application in Deep Learning"

6 / 6 papers shown

Title
Probabilistic Bilevel Coreset Selection Xiao Zhou Renjie Pi Weizhong Zhang Yong Lin Tong Zhang NoLa 106 29 0 24 Jan 2023
Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions Jiafan He Dongruo Zhou Tong Zhang Quanquan Gu 75 47 0 13 May 2022
A Survey of Deep Active Learning Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Brij B. Gupta Xiaojiang Chen Xin Wang 68 1,129 0 30 Aug 2020
Understanding Black-box Predictions via Influence Functions Pang Wei Koh Percy Liang TDI 112 2,854 0 14 Mar 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 552 36,599 0 25 Aug 2016
A Unified Framework for Approximating and Clustering Data Dan Feldman M. Langberg 109 457 0 07 Jun 2011